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Few-shot

2 papers across 2 sessions

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning
#1612 · Toby Boyne, Juan Campos, Rebecca Langdon, Jixiang Qing, Yilin Xie, Shiqiang Zhang, Calvin Tsay, Ruth Misener, Daniel Davies, Kim Jelfs, Sarah Boyall, Thomas Dixon, Linden Schrecker, Jose Pablo Folch

We introduce the first ever transient flow dataset for benchmarking ML for chemistry, focusing on time-series data for solvent selection.

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
An Effective Levelling Paradigm for Unlabeled Scenarios
#4804 · Fangming Cui, Zhou Yu, Di Yang, Yuqiang Ren, Liang Xiao, Xinmei Tian

An Effective Levelling Paradigm for Unlabeled Scenarios